e-Learning and Digital Medical Education

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Articles published in this theme: 1138 (scroll down to load remaining articles)

2026

ROB-AI Workbench interface on a laptop screen, with hands typing.

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A Fine-Tuned Large Language Model Workflow to Support Risk of Bias Assessment: Development, External Validation, and Reviewer Verification Study

Yitian Li, Jingyu Chen, Liting Liang, Xingyun Geng, Guohua Wang, Jinsong Geng

J Med Internet Res 2026 (Nov 13); 28:e108001

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Man with crutches using smartphone while sitting on sofa

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Effectiveness of Digital Health Interventions on Rehabilitation Outcomes in Patients After Total Knee Arthroplasty: Systematic Review and Network Meta-Analysis

Wenhua Zhang, Jingqi Mei, Xun Li, Jun Liu, Keliang Chen, Dianbo Zhang

J Med Internet Res 2026 (Nov 13); 28:e101277

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Occupational therapy student talks with patient in wheelchair, instructor in background.

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Communication Education in Prelicensure and Postlicensure Occupational Therapy: Scoping Review

Ryuichi Shimada, Takeshi Sasaki, Astuko Tanimura, Yukiko Sano

JMIR Med Educ 2026 (Nov 13); 12:e95909

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Young man in plaid shirt typing on laptop next to stack of books

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An AI-Integrated Relational Curriculum Mapping Framework for Alignment and Transparency in Medical Education: Implementation Study

Robert M Badeau, Jennifer Laury, Danielle Dickey

JMIR Med Educ 2026 (Nov 12); 12:e107727

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Public Health team discussing plans with community members outdoors

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Online Rural Provider Training on Adverse Childhood Experiences: Evaluation of Knowledge Translation and Sustainability

Ashley E Douglas, Julie M Kapp

J Med Internet Res 2026 (Nov 12); 28:e91159

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Two young women listening to music on smartphones outdoors

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Sports App Involvement and Core Literacy in Physical Education and Health Among University Students: Randomized Experiment and Cross-Sectional Study

Ruiyin Guo, Wencong Geng

JMIR Serious Games 2026 (Nov 11); 14:e104663

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Laptop displaying a workflow diagram with user icons and communication symbols.

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Classroom Integration of AI-Simulated Patients and Automated Feedback in Doctoral Psychotherapy Training: Longitudinal Mixed Methods Study

Ellen Converse, Ryan Louie, Debra Safer, Juan Pablo Pacheco, William Fang, Jamie Kent, Bruce Arnow, Diyi Yang

Interact J Med Res 2026 (Nov 11); 15:e93199

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Medical professionals in white coats reviewing ultrasound images on tablets

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A Competency Assessment Tool for Liver Contrast-Enhanced Ultrasound Among Sonography Trainees: Development and Multicenter Validation Study

Yanping Ma, Bowen Zheng, Lei Shang, Hui Wang, Gaiqin Xue, Fang Nie, Yanli Guo, Yukun Luo, Hongxia Zhang, Xuan Wang, Xiang Jing, Ruifang Zhang, Jianjun Yuan, Rong Wu, Fenglin Dong, Yan Luo, Qiang Lu, Jintang Liao, Pintong Huang, Qin Chen, Youfeng Xu, Xiaoyan Xie, Jie Ren, Wen He, Jia’an Zhu, Xiaomao Luo

JMIR Med Educ 2026 (Nov 09); 12:e86730

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Robot hand and human hand touching in a gesture of connection

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Relating to AI in Spiritual Care

Fransisca Christiane Warmenhoven, Bauk Wilhelmina Jan Aartsen, Roos Notermans

J Med Internet Res 2026 (Nov 09); 28:e113467

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College students studying together on a laptop in a library

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Curriculum-Aligned Conversational AI to Support Pathology Self-Directed Learning in Preclinical Medical Students: Crossover Randomized Pilot Study

Kasie Roark, Yumin Choi, Elizabeth Hoy, Noel Tufts, Robert Amevor, Rahul Ghosal, Brian Keisler, Leonardo Bonilha, Ioulia Chatzistamou

JMIR Med Educ 2026 (Nov 06); 12:e102908

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Doctor in mask and lab coat talks to elderly man in waiting room

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Large Language Models for Generating Patient Education Materials: Scoping Review

Chengjin Li, Juan Li, Xuezhu Liu, Zefang Gao, Yuxiao Xu, Xiuze Xu, Xiaoyu Liu, Tong Zhao, Yuanyuan Cheng, Ming Li

J Med Internet Res 2026 (Nov 06); 28:e98084

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Diverse group in a meeting, discussing ideas with glowing network visualization

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Toward Human-Centered Pedagogy in the Age of Generative AI Among Higher Education Educators: Qualitative Phenomenological Study

Zuheir Khlaif, Bilal Hamamra

JMIR Med Educ 2026 (Nov 06); 12:e105172

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Doctor on computer screen in telehealth consultation, discussing chief complaint.

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Evaluating an AI-Powered Patient Simulator for Communication Skills Training: One-Year Randomized Controlled Trial

Xining Wang, Sandhya Duggal, Alun Hughes, Sayed Murad, Andrew O’Malley

J Med Internet Res 2026 (Nov 05); 28:e91886

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Man in plaid shirt thinking at computer desk with keyboard and phone

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Association of Preexamination AI Virtual-Patient Trainer Scores With Scores on a Local Single-Station History-Taking Objective Structured Clinical Examination: Observational Cohort Study

Weishan Zhang, Yang Liu, Yiying Zhu, Xian Lu, Liping Wu, Minghui Yue, Xiaolin Hong, Oudong Xia, Chujun Shi

JMIR Med Educ 2026 (Nov 03); 12:e109752

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Healthcare professional in blue scrubs holding a stethoscope and smartphone

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Mobile Medical Education Apps as Digital Health Information Resources in China and the United States: Longitudinal App Store Metadata Analysis and Topic Modeling of User Review Narratives

Junhao Ma, Tian Shen, Peng Xiang, Yingjun Li, Yuanshuai Chen, Zhengyang Lu, Jingkai Zeng, Wei Dai, Hanwen Pan, Liping Yang, Yunfan He, Xingxi Li, Joyce Wu, Qi Yu, Jun Liang, Jianbo Lei

JMIR Med Educ 2026 (Nov 03); 12:e107560

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Three medical students in white coats studying together with books and a stethoscope

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Consensus on Core Competencies of Undergraduate Life Sciences Students for Entry-Level Participation in Clinical Trials: RAND-Modified Delphi Study

Ángela Cano, Patricia Cosano-Pérez, Juan José Castón, Diana Corona-Mata, Rosa Ballesteros-Olmedo, Eva Venegas-Moreno, Jaime Perea-Cortés, Concepcion Aranda-Valera, Isabel Machuca, Julian Torre-Cisneros

JMIR Hum Factors 2026 (Nov 02); 13:e89449

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Doctor analyzing patient data on computer screens with AI brain graphic

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Use of Large Language Models for Automated Short-Answer Question Grading in Second-Cycle Medical Education: Performance and Consistency Evaluation Study

Sabrina Sidali, Pierre-Antoine Soret, Mathilde Wagner, Thibault Voron, Quentin Vanderbecq

JMIR Med Educ 2026 (Nov 02); 12:e89445

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Young doctor in blue scrubs studying medical charts on laptop

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Medical Students’ Perceptions of Retrieval-Augmented Generation and Large Language Models: Dyadic Interview and Exploratory Survey Study

Rohin Athavale, Alexander Cresswell, Alice Huffman

JMIR Form Res 2026 (Oct 30); 10:e106157

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Doctors reviewing patient data on a tablet in a hospital room with a patient in bed.

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Generative AI Factors, Cognitive Engagement, and Patient Safety Learning in Medical Education: Mixed Methods Study

Gilbert Golahi, Ferdi Antonio, Devina Nur Annisa

JMIR Med Educ 2026 (Oct 27); 12:e100828

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Virtual assistant with curly hair in a colorful shirt, ready for a video call

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Large Language Model–Powered 3D Avatars to Train Shared Decision-Making in Undergraduate Medical Students: Design and Mixed Methods Acceptance Study

Lien Mertens, Pieter Van Bostraeten, Jasmien Jaeken, Jeroen Bossen, Jaan Toelen, Geertruida Bekkering, Nicolas Delvaux, Bert Aertgeerts

JMIR Form Res 2026 (Oct 27); 10:e102449

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